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JOURNALS // Computer Optics // Archive

Computer Optics, 2023 Volume 47, Issue 3, Pages 398–406 (Mi co1139)

DIFFRACTIVE OPTICS, OPTICAL TECHNOLOGIES

Modeling mental peculiarities of a decision maker by a Fourier-holography technique

A. V. Pavlov, A. O. Gaugel

ITMO University

Abstract: A task of modeling individual mental features of a decision-maker using a Fourier holography setup is considered. The problem is considered for a situation when current conditions of decision-making contradict to the previously learned rule of decision-making logic modeled by the non-cooperative game "Prisoner's Dilemma". The approach to the problem is based on a hypothesis of the correlation between mental features and the properties of the neural network as a material carrier of intelligence. The 6f Fourier holography scheme of the resonant architecture is considered as a three-layer neural network implementing a neuro-physiologically motivated concept of the "excitation ring" proposed by A.M. Ivanitsky. We analytically assess the dependence of the validity limits of the classical total probability formula for a disjunction of incompatible events on the characteristics of low-frequency filters in holograms and the correlation radii of the training image of the basic decision rule. Analytical results are confirmed by results of the numerical simulation.

Keywords: Fourier holography, holographic recording medium, exposure characteristics filtration, correlation, decision making, non-cooperative games, Prisoner’s dilemma, logic with exclusion, cognitive dissonance, mental peculiarities

Received: 11.07.2022
Accepted: 24.11.2022

DOI: 10.18287/2412-6179-CO-1189



© Steklov Math. Inst. of RAS, 2024